• DocumentCode
    1771709
  • Title

    Image based in situ sequencing for RNA analysis in tissue

  • Author

    Pacureanu, Alexandra ; Rongqin Ke ; Mignardi, Marco ; Nilsson, Mats ; Wahlby, Carolina

  • Author_Institution
    Centre for Image Anal., Uppsala Univ., Uppsala, Sweden
  • fYear
    2014
  • fDate
    April 29 2014-May 2 2014
  • Firstpage
    286
  • Lastpage
    289
  • Abstract
    Profiling of gene expression is necessary to study the function of cells, organs and ultimately organisms, in health and disease. However, the currently available mRNA sequencing methods are limited to homogenized tissue samples. Therefore, the obtained information represents either the average expression profile of the full tissue sample or expression profiles from isolated single cells extracted from the tissue. We have developed an image-based approach for sequencing of mRNA fragments directly in fixed tissue. As opposed to current routine techniques, this allows gene expression profiling in relation to the preserved morphological and spatial information of cells and tissue. We present here the details of the image analysis and demonstrate its application to breast cancer tissue samples.
  • Keywords
    RNA; biological organs; biological tissues; cancer; cellular biophysics; genetics; image registration; image segmentation; image sequences; medical image processing; molecular biophysics; average expression profile; breast cancer tissue samples; disease; gene expression; homogenized tissue samples; image analysis; image based in situ sequencing; mRNA fragments; mRNA sequencing methods; morphological information; organisms; organs; single cell extraction; spatial information; Fluorescence; Gene expression; Image analysis; Image segmentation; Probes; RNA; Sequential analysis; cancer; gene expression mapping; gene sequencing; histopathology; tissue;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging (ISBI), 2014 IEEE 11th International Symposium on
  • Conference_Location
    Beijing
  • Type

    conf

  • DOI
    10.1109/ISBI.2014.6867865
  • Filename
    6867865